20171207_C_standards_and_samples_GB
GB
12/7/2017
title: “20171205 C standard GB” editor_options: chunk_output_type: console date: “2017-12-11” output: html_document: df_print: paged —
library(isoreader)
library(isoprocessorCUB)
library(readxl)
library(dplyr)
library(ggplot2)
library(plotly)
library(knitr)
library(stringr)
knitr::opts_chunk$set(
dev=c("png", "pdf"), dev.args=list(pdf = list(encoding="WinAnsi", useDingbats=FALSE)),
fig.keep="all", fig.path=file.path("plots", "20171203_C_standards_GB_"))Load data
# loading from stored files
collections <-
c(
"171201_alkanesTest_C_shortenedCapillary_ND.cf.rda",
"171204.cf.rda",
"171207.cf.rda"
)
isofiles <- iso_read_continuous_flow(file.path("data", collections))## Info: preparing to read 3 data file(s)...## Info: reading file data/171201_alkanesTest_C_shortenedCapillary_ND.cf.rda with '.rda' reader## Info: loaded data for 16 data files from R Data Archive - checking loaded files for content consistency...## Info: reading file data/171204.cf.rda with '.rda' reader## Info: loaded data for 18 data files from R Data Archive - checking loaded files for content consistency...## Info: reading file data/171207.cf.rda with '.rda' reader## Info: loaded data for 18 data files from R Data Archive - checking loaded files for content consistency...Files overview
isofiles %>%
iso_get_file_info(select = c(Analysis, starts_with("Id"), Preparation, `GC Method`, `Seed Oxidation`)) %>%
kable()## Info: aggregating file info from 52 data file(s)| file_id | Analysis | Identifier 1 | Identifier 2 | Preparation | GC Method | Seed Oxidation |
|---|---|---|---|---|---|---|
| BF2803____.dxf | BF2803 | NA | NA | NA | Disabled | 0 |
| BF2804__0_7V__.dxf | BF2804 | 0.7V | NA | NA | Disabled | 0 |
| BF2805__1_2V__.dxf | BF2805 | 1.2V | NA | NA | Disabled | 0 |
| BF2806__3V__.dxf | BF2806 | 3V | NA | NA | Disabled | 0 |
| BF2807__6V__.dxf | BF2807 | 6V | NA | NA | Disabled | 0 |
| BF2808____.dxf | BF2808 | NA | NA | NA | Disabled | 0 |
| BF2809____.dxf | BF2809 | NA | NA | NA | Disabled | 0 |
| BF2810____.dxf | BF2810 | NA | NA | NA | Disabled | 0 |
| BF2828_A5_2ul.dxf | BF2828 | A5 | 2ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 0 |
| BF2829_A5_0_5ul.dxf | BF2829 | A5 | 0.5ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 0 |
| BF2830_A5_0_2ul.dxf | BF2830 | A5 | 0.2ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2831_A5_0_5ul.dxf | BF2831 | A5 | 0.5ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2832_A5_1_5ul.dxf | BF2832 | A5 | 1.5ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2833_A5_3ul.dxf | BF2833 | A5 | 3ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2834_A5_5ul.dxf | BF2834 | A5 | 5ul | 14ng per uL | OGL Methods71112 GC DB1 60m CH alkanes PTV high volume.tr2.meth | 1 |
| BF2835_A5_8ul.dxf | BF2835 | A5 | 8ul | 14ng per uL | OGL Methods71112 GC DB1 60m CH alkanes PTV high volume.tr2.meth | 1 |
| BF2843_CO2 zero_6V.dxf | BF2843 | CO2 zero | 6V | NA | Disabled | 0 |
| BF2844_CO2 zero_3V.dxf | BF2844 | CO2 zero | 3V | NA | Disabled | 0 |
| BF2845_CO2 zero_1_2V.dxf | BF2845 | CO2 zero | 1.2V | NA | Disabled | 0 |
| BF2846_CO2 zero_0_7V.dxf | BF2846 | CO2 zero | 0.7V | NA | Disabled | 0 |
| BF2847__Linearity CO2__.dxf | BF2847 | Linearity CO2 | NA | NA | Disabled | 0 |
| BF2848__Linearity CO2__.dxf | BF2848 | Linearity CO2 | NA | NA | Disabled | 0 |
| BF2849__Linearity CO2__.dxf | BF2849 | Linearity CO2 | NA | NA | Disabled | 0 |
| BF2850_A5_0_2ul.dxf | BF2850 | A5 | 0.2ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2851_A5_0_5ul.dxf | BF2851 | A5 | 0.5ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2852_A5_1_5ul.dxf | BF2852 | A5 | 1.5ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2853_A5_3ul.dxf | BF2853 | A5 | 3ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2854_A5_0_2ul.dxf | BF2854 | A5 | 0.2ul | 140ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2855_A5_0_5ul.dxf | BF2855 | A5 | 0.5ul | 140ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2856_A5_0_2ul.dxf | BF2856 | A5 | 0.2ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2857_A5_0_5ul.dxf | BF2857 | A5 | 0.5ul | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2885_A5_1_5uL.dxf | BF2885 | A5 | 1.5uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 0 |
| BF2886_A5_3uL.dxf | BF2886 | A5 | 3uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2887_A5_0_5uL.dxf | BF2887 | A5 | 0.5uL | 140ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2892_A5_1_0uL.dxf | BF2892 | A5 | 1.0uL | 140ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2893_A5_0_2uL.dxf | BF2893 | A5 | 0.2uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2894_A5_1_5uL.dxf | BF2894 | A5 | 1.5uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2895_A5_3uL.dxf | BF2895 | A5 | 3uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2896_A5_0_2uL.dxf | BF2896 | A5 | 0.2uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2897_A5_0_5uL.dxf | BF2897 | A5 | 0.5uL | 140ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2898_A5_5uL.dxf | BF2898 | A5 | 5uL | 14ng per uL | OGL Methods71112 GC DB1 60m CH alkanes PTV high volume.tr2.meth | 1 |
| BF2899_OG163 Ad_3uL.dxf | BF2899 | OG163 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2900_OG052 Ad_3uL.dxf | BF2900 | OG052 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2901_OG155 Ad_3uL.dxf | BF2901 | OG155 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2902_OG158 Ad_3uL.dxf | BF2902 | OG158 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2903_OG062 Ad_3uL.dxf | BF2903 | OG062 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2904_A5_1_5uL.dxf | BF2904 | A5 | 1.5uL | 14ng per uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2905_OG047 Ad_3uL.dxf | BF2905 | OG047 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2906_OG042 Ad_3uL.dxf | BF2906 | OG042 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2907_OG050 Ad-2_3uL.dxf | BF2907 | OG050 Ad-2 | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2908_OG056 Ad_3uL.dxf | BF2908 | OG056 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
| BF2909_OG046 Ad_3uL.dxf | BF2909 | OG046 Ad | 3uL | 50uL | OGL Methods71024 GC DB1 60m CH alkanes PTV.tr2.meth | 1 |
Chromatogram overview
isofiles %>%
# select only the standards
iso_filter_files(`Identifier 1` == "A5") %>%
iso_plot_continuous_flow_data(data = "44", time_interval = c(1000, 3000), panel_by = "file", zoom = 1) +
theme(legend.position = "none") +
facet_wrap(~file_id)## Info: applying file filter, keeping 27 of 52 files
Pull out relevant information
# data table
data_raw <- isofiles %>%
# aggregate all relevant fields
iso_get_vendor_data_table(
select = c(Nr., Start, Rt, End, ends_with("44"), starts_with("R "), starts_with("d ")),
include_file_info = c(file_datetime, file_path, Analysis, `GC Method`, starts_with("Id"), Preparation, `Seed Oxidation`)
) %>%
# add folder and analysis number
mutate(
folder = basename(dirname(file_path)),
analysis = parse_number(Analysis)
)## Info: aggregating vendor data table without units from 52 data file(s), including file info 'c(file_datetime, file_path, Analysis, `GC Method`, starts_with("Id"),
## Preparation, `Seed Oxidation`)'Add information
Retrieve metadata
metadata_samples <- read_excel(file.path("metadata", "20171207_GB_metadata.xlsx"), sheet = "files")
metadata_peak_maps <- read_excel(file.path("metadata","20171207_GB_metadata.xlsx"), sheet = "maps")
kable(metadata_samples)| Identifier 1 | Analysis | map_id | type | process | notes | Depth |
|---|---|---|---|---|---|---|
| A5 | NA | A6.d1 | standard | yes | NA | NA |
| OG163 Ad | NA | S.d1 | sample | yes | NA | 119.445 |
| OG052 Ad | NA | S.d1 | sample | yes | NA | 121.800 |
| OG155 Ad | NA | S.d1 | sample | yes | NA | 119.850 |
| OG158 Ad | NA | S.d1 | sample | yes | NA | 119.550 |
| OG062 Ad | NA | S.d1 | sample | yes | NA | 120.950 |
| OG047 Ad | NA | S.d1 | sample | yes | NA | 121.105 |
| OG042 Ad | NA | S.d1 | sample | yes | NA | 120.205 |
| OG050 Ad-2 | NA | S.d1 | sample | yes | NA | 120.600 |
| OG056 Ad | NA | S.d1 | sample | yes | NA | 121.700 |
| OG046 Ad | NA | S.d1 | sample | yes | NA | 121.500 |
| OG014 Ad | NA | S.d1 | sample | yes | NA | 110.100 |
| OG051 Ad | NA | S.d1 | sample | yes | NA | 120.900 |
| OG143 Ad | NA | S.d1 | sample | yes | NA | 119.100 |
| OG040 Ad | NA | S.d1 | sample | yes | NA | 121.890 |
Map peaks
data_w_peaks <-
data_raw %>%
iso_set_default_process_parameters(
map_id = map_id,
rt = Rt,
rt_start = Start,
rt_end = End,
file_id = file_id,
print_func = kable
) %>%
iso_show_default_processor_parameters() %>%
# add in metadata
iso_add_metadata(metadata_samples, match_by = c(`Identifier 1`, Analysis)) %>%
iso_print_data_table (select = c(file_id, Analysis, `Identifier 1`, Depth), filter = !has_metadata,
title = "Info: records with missing metadata:") %>%
# only continue with records that have metadata and those that are flagged for processing
filter(has_metadata, process == "yes") %>%
# map peaks
iso_map_peaks(metadata_peak_maps) %>%
iso_print_data_table(select = c(`Identifier 1`, file_id, compound, Start, Rt, End, Depth), filter = !is_identified | is_missing,
title = "Info: missing and unidentified peaks") %>%
# filter out the problematic peaks
filter(is_identified, !is_missing, !is_ambiguous)## Info: isoprocessor package current default parameters| parameter | value |
|---|---|
| quiet | FALSE |
| print_func | kable |
| map_id | map_id |
| rt | Rt |
| rt_start | Start |
| rt_end | End |
| file_id | file_id |
## Info: metadata added to 1291 data rows, 132 left without metadata:
## - 11 metadata entries were mapped to 1291 data entires via column 'Identifier 1'## Info: records with missing metadata:| file_id | Analysis | Identifier 1 | Depth |
|---|---|---|---|
| BF2803____.dxf | BF2803 | NA | NA |
| BF2804__0_7V__.dxf | BF2804 | 0.7V | NA |
| BF2805__1_2V__.dxf | BF2805 | 1.2V | NA |
| BF2806__3V__.dxf | BF2806 | 3V | NA |
| BF2807__6V__.dxf | BF2807 | 6V | NA |
| BF2808____.dxf | BF2808 | NA | NA |
| BF2809____.dxf | BF2809 | NA | NA |
| BF2810____.dxf | BF2810 | NA | NA |
| BF2843_CO2 zero_6V.dxf | BF2843 | CO2 zero | NA |
| BF2844_CO2 zero_3V.dxf | BF2844 | CO2 zero | NA |
| BF2845_CO2 zero_1_2V.dxf | BF2845 | CO2 zero | NA |
| BF2846_CO2 zero_0_7V.dxf | BF2846 | CO2 zero | NA |
| BF2847__Linearity CO2__.dxf | BF2847 | Linearity CO2 | NA |
| BF2848__Linearity CO2__.dxf | BF2848 | Linearity CO2 | NA |
| BF2849__Linearity CO2__.dxf | BF2849 | Linearity CO2 | NA |
## Info: 763 peaks in 37 files were successfully assigned, 528 could not be assigned, and 147 were missing## Info: missing and unidentified peaks| Identifier 1 | file_id | compound | Start | Rt | End | Depth |
|---|---|---|---|---|---|---|
| NA | BF2829_A5_0_5ul.dxf | C-17 | NA | 1269.000 | NA | NA |
| A5 | BF2829_A5_0_5ul.dxf | NA | 1269.466 | 1273.855 | 1283.260 | NA |
| NA | BF2829_A5_0_5ul.dxf | C-23 | NA | 2027.000 | NA | NA |
| A5 | BF2829_A5_0_5ul.dxf | NA | 2027.300 | 2032.107 | 2041.721 | NA |
| NA | BF2829_A5_0_5ul.dxf | C-24 | NA | 2142.000 | NA | NA |
| A5 | BF2829_A5_0_5ul.dxf | NA | 2142.459 | 2147.266 | 2156.880 | NA |
| NA | BF2830_A5_0_2ul.dxf | C-17 | NA | 1269.000 | NA | NA |
| A5 | BF2830_A5_0_2ul.dxf | NA | 1270.093 | 1273.855 | 1280.334 | NA |
| NA | BF2830_A5_0_2ul.dxf | C-21 | NA | 1785.000 | NA | NA |
| A5 | BF2830_A5_0_2ul.dxf | NA | 1785.487 | 1789.667 | 1796.355 | NA |
| NA | BF2830_A5_0_2ul.dxf | C-23 | NA | 2027.000 | NA | NA |
| A5 | BF2830_A5_0_2ul.dxf | NA | 2027.927 | 2032.316 | 2039.004 | NA |
| NA | BF2830_A5_0_2ul.dxf | C-24 | NA | 2142.000 | NA | NA |
| A5 | BF2830_A5_0_2ul.dxf | NA | 2143.086 | 2147.475 | 2154.163 | NA |
| NA | BF2830_A5_0_2ul.dxf | C-25 | NA | 2254.000 | NA | NA |
| A5 | BF2830_A5_0_2ul.dxf | NA | 2254.274 | 2258.872 | 2265.769 | NA |
| NA | BF2830_A5_0_2ul.dxf | C-28 | NA | 2566.000 | NA | NA |
| A5 | BF2830_A5_0_2ul.dxf | NA | 2566.729 | 2571.118 | 2578.224 | NA |
| NA | BF2831_A5_0_5ul.dxf | C-24 | NA | 2142.000 | NA | NA |
| A5 | BF2831_A5_0_5ul.dxf | NA | 2142.041 | 2147.057 | 2157.298 | NA |
| NA | BF2850_A5_0_2ul.dxf | C-17 | NA | 1269.000 | NA | NA |
| A5 | BF2850_A5_0_2ul.dxf | NA | 1269.675 | 1273.855 | 1282.633 | NA |
| NA | BF2850_A5_0_2ul.dxf | C-23 | NA | 2027.000 | NA | NA |
| A5 | BF2850_A5_0_2ul.dxf | NA | 2027.509 | 2032.316 | 2042.348 | NA |
| NA | BF2850_A5_0_2ul.dxf | C-24 | NA | 2142.000 | NA | NA |
| A5 | BF2850_A5_0_2ul.dxf | NA | 2142.668 | 2147.475 | 2157.925 | NA |
| NA | BF2850_A5_0_2ul.dxf | C-25 | NA | 2254.000 | NA | NA |
| A5 | BF2850_A5_0_2ul.dxf | NA | 2254.065 | 2258.872 | 2269.113 | NA |
| NA | BF2850_A5_0_2ul.dxf | C-28 | NA | 2566.000 | NA | NA |
| A5 | BF2850_A5_0_2ul.dxf | NA | 2566.311 | 2571.327 | 2581.359 | NA |
| A5 | BF2852_A5_1_5ul.dxf | NA | 1283.678 | 1284.932 | 1297.681 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 1238.325 | 1241.460 | 1247.103 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 1282.424 | 1283.678 | 1296.218 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 1296.218 | 1301.234 | 1311.266 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 1355.783 | 1359.127 | 1363.516 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 1867.833 | 1871.386 | 1875.984 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 2037.750 | 2040.885 | 2066.801 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 2156.880 | 2167.121 | 2213.937 | NA |
| A5 | BF2853_A5_3ul.dxf | NA | 2288.341 | 2316.556 | 2346.443 | NA |
| NA | BF2856_A5_0_2ul.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-17 | NA | 1269.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-21 | NA | 1785.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-22 | NA | 1909.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-23 | NA | 2027.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-24 | NA | 2142.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-25 | NA | 2254.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-26 | NA | 2363.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-27 | NA | 2466.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-28 | NA | 2566.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-29 | NA | 2666.000 | NA | NA |
| NA | BF2856_A5_0_2ul.dxf | C-30 | NA | 2760.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-17 | NA | 1269.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-21 | NA | 1785.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-22 | NA | 1909.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-23 | NA | 2027.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-24 | NA | 2142.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-25 | NA | 2254.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-26 | NA | 2363.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-27 | NA | 2466.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-28 | NA | 2566.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-29 | NA | 2666.000 | NA | NA |
| NA | BF2857_A5_0_5ul.dxf | C-30 | NA | 2760.000 | NA | NA |
| A5 | BF2892_A5_1_0uL.dxf | NA | 1356.410 | 1359.754 | 1363.725 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 1271.347 | 1275.109 | 1280.961 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 1530.298 | 1534.269 | 1540.330 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 1786.532 | 1790.712 | 1796.564 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-22 | NA | 1909.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 1909.633 | 1913.813 | 1919.874 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-23 | NA | 2027.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 2028.554 | 2032.734 | 2038.795 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-24 | NA | 2142.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 2143.504 | 2147.893 | 2153.954 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-25 | NA | 2254.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 2254.692 | 2258.872 | 2264.933 | NA |
| NA | BF2893_A5_0_2uL.dxf | C-28 | NA | 2566.000 | NA | NA |
| A5 | BF2893_A5_0_2uL.dxf | NA | 2566.102 | 2570.700 | 2576.761 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 1271.556 | 1275.318 | 1281.170 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 1400.091 | 1404.062 | 1409.914 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 1530.507 | 1534.478 | 1540.539 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 1786.741 | 1790.712 | 1796.773 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-22 | NA | 1909.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 1909.633 | 1913.813 | 1919.874 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-23 | NA | 2027.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 2028.763 | 2032.943 | 2039.004 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-24 | NA | 2142.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 2143.713 | 2148.102 | 2154.163 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-25 | NA | 2254.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 2254.901 | 2259.290 | 2265.351 | NA |
| NA | BF2896_A5_0_2uL.dxf | C-28 | NA | 2566.000 | NA | NA |
| A5 | BF2896_A5_0_2uL.dxf | NA | 2566.311 | 2570.909 | 2576.970 | NA |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.711 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 357.390 | 377.036 | 382.679 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.372 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.517 | 119.445 |
| NA | BF2899_OG163 Ad_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-22 | NA | 1909.000 | NA | NA |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 1909.842 | 1914.022 | 1918.202 | 119.445 |
| NA | BF2899_OG163 Ad_3uL.dxf | C-23 | NA | 2027.000 | NA | NA |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 2028.136 | 2032.525 | 2039.004 | 119.445 |
| NA | BF2899_OG163 Ad_3uL.dxf | C-24 | NA | 2142.000 | NA | NA |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 2142.668 | 2147.266 | 2154.790 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 2278.936 | 2283.534 | 2290.222 | 119.445 |
| NA | BF2899_OG163 Ad_3uL.dxf | C-34 | NA | 3123.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-35 | NA | 3228.000 | NA | NA |
| NA | BF2899_OG163 Ad_3uL.dxf | C-36 | NA | 3345.000 | NA | NA |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 3532.100 | 3551.537 | 3556.135 | 119.445 |
| OG163 Ad | BF2899_OG163 Ad_3uL.dxf | NA | 3571.810 | 3591.456 | 3596.054 | 119.445 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.711 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.372 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 755.535 | 774.972 | 781.033 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.517 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 1241.878 | 1244.595 | 1250.029 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 1326.314 | 1330.285 | 1337.600 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 1443.772 | 1453.386 | 1465.299 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 1465.299 | 1466.135 | 1469.897 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 1585.683 | 1592.371 | 1599.895 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2900_OG052 Ad_3uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 1785.696 | 1789.458 | 1793.220 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2118.424 | 2122.186 | 2126.993 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2196.172 | 2201.606 | 2205.995 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2275.383 | 2281.026 | 2292.312 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2400.156 | 2404.336 | 2407.680 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2407.680 | 2411.233 | 2416.040 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2426.490 | 2430.043 | 2434.432 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2434.432 | 2438.403 | 2443.001 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2443.001 | 2454.705 | 2460.139 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2486.055 | 2532.662 | 2541.440 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2614.172 | 2633.400 | 2651.583 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-29 | NA | 2666.000 | NA | NA |
| NA | BF2900_OG052 Ad_3uL.dxf | C-30 | NA | 2760.000 | NA | NA |
| NA | BF2900_OG052 Ad_3uL.dxf | C-31 | NA | 2853.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 2925.373 | 2929.553 | 2934.360 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-32 | NA | 2942.000 | NA | NA |
| NA | BF2900_OG052 Ad_3uL.dxf | C-34 | NA | 3123.000 | NA | NA |
| NA | BF2900_OG052 Ad_3uL.dxf | C-35 | NA | 3228.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 3298.020 | 3308.470 | 3313.695 | 121.800 |
| NA | BF2900_OG052 Ad_3uL.dxf | C-36 | NA | 3345.000 | NA | NA |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 3358.839 | 3364.064 | 3370.334 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 3532.518 | 3551.955 | 3556.553 | 121.800 |
| OG052 Ad | BF2900_OG052 Ad_3uL.dxf | NA | 3572.437 | 3591.874 | 3596.472 | 121.800 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.711 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 357.390 | 377.036 | 382.679 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.517 | 119.850 |
| NA | BF2901_OG155 Ad_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-24 | NA | 2142.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-25 | NA | 2254.000 | NA | NA |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 2278.309 | 2282.698 | 2290.640 | 119.850 |
| NA | BF2901_OG155 Ad_3uL.dxf | C-26 | NA | 2363.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-27 | NA | 2466.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-28 | NA | 2566.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-29 | NA | 2666.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-30 | NA | 2760.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-31 | NA | 2853.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-32 | NA | 2942.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-33 | NA | 3030.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-34 | NA | 3123.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-35 | NA | 3228.000 | NA | NA |
| NA | BF2901_OG155 Ad_3uL.dxf | C-36 | NA | 3345.000 | NA | NA |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 3532.309 | 3551.746 | 3556.344 | 119.850 |
| OG155 Ad | BF2901_OG155 Ad_3uL.dxf | NA | 3572.019 | 3591.665 | 3596.263 | 119.850 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.711 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.517 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1202.795 | 1207.184 | 1213.245 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1213.245 | 1215.544 | 1219.515 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1219.515 | 1223.068 | 1226.412 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1226.412 | 1229.338 | 1233.518 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1236.026 | 1239.579 | 1242.923 | 119.550 |
| NA | BF2902_OG158 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1270.093 | 1273.646 | 1278.035 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1282.006 | 1285.977 | 1293.501 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1327.568 | 1331.957 | 1339.272 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1339.272 | 1341.989 | 1345.542 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1353.693 | 1357.246 | 1361.635 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1362.471 | 1367.487 | 1371.458 | 119.550 |
| NA | BF2902_OG158 Ad_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2902_OG158 Ad_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2902_OG158 Ad_3uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 1786.114 | 1790.294 | 1794.056 | 119.550 |
| NA | BF2902_OG158 Ad_3uL.dxf | C-23 | NA | 2027.000 | NA | NA |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 2027.091 | 2031.689 | 2038.795 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 2199.098 | 2204.532 | 2209.966 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 2278.100 | 2282.907 | 2292.312 | 119.550 |
| NA | BF2902_OG158 Ad_3uL.dxf | C-36 | NA | 3345.000 | NA | NA |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 3532.309 | 3551.746 | 3556.344 | 119.550 |
| OG158 Ad | BF2902_OG158 Ad_3uL.dxf | NA | 3572.228 | 3591.665 | 3596.263 | 119.550 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.502 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 855.019 | 874.456 | 880.517 | 120.950 |
| NA | BF2903_OG062 Ad_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1203.004 | 1207.184 | 1213.245 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1213.245 | 1215.753 | 1219.515 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1226.621 | 1229.338 | 1233.309 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1236.026 | 1239.579 | 1243.132 | 120.950 |
| NA | BF2903_OG062 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1269.466 | 1273.437 | 1277.826 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1281.797 | 1285.350 | 1293.083 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1326.314 | 1330.912 | 1338.436 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1338.436 | 1340.944 | 1344.915 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1345.542 | 1349.095 | 1352.439 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1352.439 | 1355.574 | 1361.635 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1362.471 | 1366.233 | 1370.413 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1407.406 | 1412.004 | 1419.737 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1419.737 | 1423.708 | 1427.888 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1454.640 | 1457.775 | 1462.373 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1462.373 | 1464.045 | 1467.180 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1467.180 | 1469.897 | 1473.868 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1474.913 | 1478.257 | 1481.183 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1481.183 | 1484.527 | 1487.871 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1492.051 | 1495.604 | 1500.411 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1535.941 | 1539.912 | 1542.838 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1542.838 | 1546.182 | 1550.989 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1581.503 | 1585.265 | 1595.715 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1595.715 | 1598.014 | 1602.194 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1603.448 | 1606.583 | 1609.509 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1609.509 | 1612.853 | 1618.705 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1618.705 | 1623.721 | 1628.319 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1662.804 | 1664.267 | 1668.865 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1702.723 | 1710.038 | 1715.681 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1715.681 | 1717.980 | 1721.115 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1721.115 | 1723.832 | 1728.221 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1728.848 | 1732.192 | 1735.327 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1735.327 | 1738.253 | 1741.806 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1741.806 | 1745.150 | 1747.449 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1747.449 | 1749.957 | 1757.272 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1758.108 | 1762.915 | 1770.021 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1794.474 | 1798.654 | 1801.789 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1801.789 | 1804.924 | 1809.104 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1809.104 | 1811.403 | 1814.538 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1824.988 | 1832.930 | 1839.409 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1839.409 | 1847.560 | 1852.994 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1852.994 | 1862.190 | 1866.997 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1866.997 | 1873.685 | 1877.656 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1877.656 | 1879.955 | 1885.598 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1918.411 | 1930.324 | 1935.549 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1948.716 | 1953.314 | 1961.674 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1961.674 | 1963.555 | 1966.899 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1966.899 | 1969.825 | 1974.632 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1974.632 | 1983.201 | 1986.336 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 1986.336 | 1995.323 | 2000.757 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2001.175 | 2005.146 | 2016.850 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2035.869 | 2039.422 | 2043.184 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2043.184 | 2046.528 | 2049.036 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2049.036 | 2052.171 | 2056.560 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2056.560 | 2058.023 | 2062.830 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2062.830 | 2069.727 | 2074.116 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2074.116 | 2076.624 | 2079.341 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2079.341 | 2081.222 | 2083.939 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2083.939 | 2086.656 | 2089.582 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2089.582 | 2094.598 | 2097.106 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2097.106 | 2100.032 | 2103.794 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2103.794 | 2106.929 | 2108.810 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2108.810 | 2111.527 | 2113.826 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2113.826 | 2115.916 | 2120.932 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2120.932 | 2125.530 | 2134.517 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2151.237 | 2153.954 | 2160.851 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2160.851 | 2169.420 | 2174.645 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2178.825 | 2182.169 | 2191.365 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2202.442 | 2212.056 | 2216.654 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2217.281 | 2223.551 | 2227.313 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2227.313 | 2231.075 | 2235.046 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2237.972 | 2241.316 | 2244.869 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2273.084 | 2277.473 | 2286.460 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2311.540 | 2320.945 | 2326.797 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2326.797 | 2332.231 | 2336.829 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2338.292 | 2342.054 | 2348.115 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2349.160 | 2353.131 | 2355.639 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2398.066 | 2400.574 | 2404.545 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2423.564 | 2426.908 | 2431.715 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2431.715 | 2436.104 | 2444.673 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2446.763 | 2450.525 | 2454.496 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2469.335 | 2473.515 | 2482.502 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2488.772 | 2501.730 | 2507.582 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2507.582 | 2531.617 | 2537.887 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2537.887 | 2552.517 | 2560.041 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2570.073 | 2571.745 | 2581.568 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2586.166 | 2595.780 | 2603.931 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2603.931 | 2607.902 | 2612.500 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2612.500 | 2620.442 | 2626.294 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2626.294 | 2632.564 | 2636.744 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2636.744 | 2642.805 | 2648.657 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2648.657 | 2651.792 | 2660.152 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2669.139 | 2671.438 | 2690.039 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2690.039 | 2719.508 | 2724.315 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2724.315 | 2731.421 | 2741.662 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2741.662 | 2748.350 | 2755.665 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2765.488 | 2766.742 | 2774.475 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2774.475 | 2778.655 | 2782.417 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2782.417 | 2798.301 | 2803.944 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2818.783 | 2823.590 | 2827.979 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2827.979 | 2837.175 | 2841.773 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2841.773 | 2846.371 | 2849.088 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2858.284 | 2864.136 | 2871.869 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2887.126 | 2891.097 | 2897.158 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2900.502 | 2909.071 | 2912.833 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2912.833 | 2914.714 | 2919.312 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2923.283 | 2927.463 | 2932.479 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2948.154 | 2953.797 | 2958.604 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 2958.604 | 2962.366 | 2967.591 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3014.198 | 3020.050 | 3025.066 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3040.532 | 3045.548 | 3050.146 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3057.252 | 3062.059 | 3072.718 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3092.155 | 3096.126 | 3106.367 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3107.203 | 3113.264 | 3118.698 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3145.659 | 3149.839 | 3154.646 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3215.674 | 3220.063 | 3223.825 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3533.145 | 3552.582 | 3557.180 | 120.950 |
| OG062 Ad | BF2903_OG062 Ad_3uL.dxf | NA | 3572.855 | 3592.292 | 3597.099 | 120.950 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.502 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.517 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1202.795 | 1206.975 | 1213.036 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1213.036 | 1215.335 | 1219.306 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1226.412 | 1229.129 | 1233.100 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1236.026 | 1239.370 | 1242.714 | 121.105 |
| NA | BF2905_OG047 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1269.466 | 1273.228 | 1277.617 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1281.588 | 1285.350 | 1292.874 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1324.642 | 1330.912 | 1338.436 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1338.436 | 1340.944 | 1344.706 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1345.542 | 1349.095 | 1352.439 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1352.439 | 1355.783 | 1361.217 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1362.471 | 1366.442 | 1370.622 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1408.869 | 1412.631 | 1420.573 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1420.991 | 1424.544 | 1428.724 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1455.685 | 1458.820 | 1463.418 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1566.873 | 1570.217 | 1574.188 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1589.445 | 1591.326 | 1598.641 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1613.062 | 1616.406 | 1620.377 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1739.507 | 1742.433 | 1745.568 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1751.211 | 1753.928 | 1759.780 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1826.033 | 1837.319 | 1843.171 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1843.171 | 1851.113 | 1855.920 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1862.190 | 1865.325 | 1870.341 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1870.968 | 1876.820 | 1880.791 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1880.791 | 1882.881 | 1888.733 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1921.128 | 1933.041 | 1937.430 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1951.642 | 1956.031 | 1969.407 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1982.574 | 1985.500 | 1988.844 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 1993.442 | 1997.622 | 2002.847 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2003.474 | 2007.236 | 2012.043 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2037.959 | 2041.303 | 2044.856 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2044.856 | 2053.843 | 2058.023 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2058.023 | 2059.904 | 2064.502 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2065.129 | 2071.608 | 2076.206 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2076.206 | 2078.505 | 2085.611 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2091.881 | 2096.061 | 2098.569 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2098.569 | 2101.704 | 2105.466 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2110.273 | 2112.990 | 2115.289 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2115.289 | 2117.379 | 2122.604 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2122.604 | 2126.993 | 2131.800 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2167.748 | 2170.674 | 2176.317 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2180.079 | 2183.423 | 2192.410 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2210.802 | 2213.101 | 2217.281 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2217.908 | 2224.387 | 2228.149 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2228.149 | 2231.911 | 2236.091 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2236.718 | 2242.361 | 2248.213 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2273.711 | 2278.518 | 2288.759 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2288.759 | 2291.685 | 2297.328 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2312.585 | 2321.781 | 2327.633 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2327.633 | 2333.067 | 2337.874 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2338.919 | 2342.890 | 2349.369 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2349.996 | 2353.967 | 2356.266 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2424.191 | 2427.535 | 2432.342 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2432.342 | 2436.940 | 2445.927 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2446.972 | 2450.943 | 2455.123 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2470.171 | 2474.142 | 2483.129 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2489.190 | 2502.148 | 2508.209 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2518.868 | 2522.212 | 2524.720 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2524.720 | 2532.244 | 2538.305 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2548.337 | 2553.144 | 2559.832 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2570.491 | 2572.163 | 2581.568 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2586.375 | 2596.198 | 2604.349 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2604.349 | 2608.320 | 2612.918 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2612.918 | 2621.069 | 2626.712 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2626.712 | 2632.982 | 2636.953 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2636.953 | 2643.014 | 2648.866 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2648.866 | 2652.001 | 2660.152 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2669.557 | 2671.647 | 2681.261 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2681.261 | 2684.605 | 2690.039 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2690.039 | 2697.145 | 2701.325 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2701.325 | 2719.508 | 2724.315 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2724.315 | 2731.839 | 2741.871 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2741.871 | 2748.768 | 2755.456 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2774.684 | 2778.655 | 2781.790 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2790.150 | 2798.301 | 2803.526 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2818.992 | 2823.381 | 2827.770 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2828.397 | 2836.966 | 2841.564 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2841.564 | 2846.371 | 2848.670 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2858.702 | 2863.927 | 2872.078 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2887.126 | 2890.888 | 2896.949 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2900.084 | 2908.862 | 2912.833 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2923.074 | 2927.463 | 2932.479 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2947.736 | 2954.006 | 2958.395 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 2958.395 | 2962.366 | 2967.382 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3013.571 | 3019.841 | 3024.857 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3040.532 | 3045.548 | 3049.728 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3057.461 | 3061.850 | 3073.136 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3107.203 | 3113.055 | 3118.280 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3145.241 | 3149.630 | 3154.437 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3215.256 | 3219.854 | 3223.407 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3532.936 | 3552.373 | 3556.762 | 121.105 |
| OG047 Ad | BF2905_OG047 Ad_3uL.dxf | NA | 3572.646 | 3592.083 | 3596.890 | 121.105 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.502 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 855.019 | 874.456 | 880.308 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1079.903 | 1086.382 | 1090.980 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1102.266 | 1104.983 | 1109.372 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1110.835 | 1113.970 | 1118.150 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1154.098 | 1159.114 | 1163.085 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1195.480 | 1200.705 | 1206.557 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1206.557 | 1208.856 | 1213.036 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1213.036 | 1216.171 | 1219.515 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1219.515 | 1222.441 | 1228.711 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1228.711 | 1232.473 | 1236.653 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1247.521 | 1258.598 | 1261.315 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1273.646 | 1277.408 | 1284.932 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1284.932 | 1287.858 | 1293.710 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1293.710 | 1302.488 | 1309.803 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1309.803 | 1313.147 | 1316.700 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1316.700 | 1323.597 | 1331.330 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1331.330 | 1333.629 | 1338.227 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1338.227 | 1341.780 | 1345.333 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1345.333 | 1348.468 | 1352.021 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1352.021 | 1359.336 | 1366.651 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1366.651 | 1394.239 | 1399.046 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1429.351 | 1450.669 | 1459.865 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1459.865 | 1523.401 | 1528.208 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1596.133 | 1616.406 | 1620.586 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1620.586 | 1651.518 | 1656.534 | 120.205 |
| NA | BF2906_OG042 Ad_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1661.550 | 1664.685 | 1669.074 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1669.074 | 1671.373 | 1675.135 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1689.765 | 1692.691 | 1695.408 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1695.408 | 1702.932 | 1708.993 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1708.993 | 1711.292 | 1714.636 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1714.636 | 1717.144 | 1721.533 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1721.533 | 1725.713 | 1728.848 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1728.848 | 1731.774 | 1735.536 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1735.536 | 1746.404 | 1750.375 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1788.204 | 1793.220 | 1803.879 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1803.879 | 1869.296 | 1873.894 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 1912.768 | 1918.411 | 1930.533 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2145.594 | 2148.729 | 2156.671 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2162.314 | 2166.076 | 2174.227 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2174.227 | 2177.571 | 2186.767 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2186.767 | 2192.201 | 2198.053 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2205.577 | 2207.876 | 2213.728 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2213.728 | 2219.162 | 2223.342 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2223.342 | 2227.731 | 2234.210 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2234.210 | 2237.345 | 2244.242 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2244.242 | 2248.004 | 2251.975 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2268.695 | 2273.293 | 2282.280 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2282.907 | 2286.878 | 2293.148 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2293.148 | 2294.611 | 2297.537 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2301.299 | 2304.016 | 2308.196 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2308.196 | 2316.974 | 2323.035 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2323.035 | 2328.678 | 2335.366 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2335.366 | 2338.919 | 2346.234 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2346.234 | 2349.996 | 2352.713 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2352.713 | 2356.057 | 2360.655 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2379.883 | 2392.423 | 2401.619 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2401.619 | 2404.545 | 2409.770 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2409.770 | 2432.969 | 2441.956 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2443.419 | 2447.390 | 2451.152 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2451.152 | 2460.766 | 2465.573 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2480.203 | 2499.013 | 2505.701 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2505.701 | 2529.109 | 2534.543 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2534.543 | 2539.559 | 2557.951 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2584.703 | 2604.976 | 2610.828 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2611.246 | 2618.561 | 2624.204 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2626.921 | 2630.265 | 2636.326 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2636.326 | 2641.342 | 2645.940 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2645.940 | 2649.075 | 2657.853 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2657.853 | 2661.197 | 2663.705 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2672.274 | 2680.425 | 2688.994 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2698.399 | 2702.161 | 2705.296 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2705.296 | 2713.656 | 2721.389 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2726.196 | 2728.913 | 2733.929 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2738.318 | 2747.514 | 2754.411 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2771.758 | 2775.729 | 2779.700 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2788.269 | 2795.793 | 2802.272 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2803.317 | 2812.722 | 2827.352 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2827.352 | 2835.085 | 2840.310 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2840.310 | 2844.490 | 2848.252 | 120.205 |
| NA | BF2906_OG042 Ad_3uL.dxf | C-31 | NA | 2853.000 | NA | NA |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2855.358 | 2862.046 | 2870.406 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2875.004 | 2877.303 | 2880.647 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2885.036 | 2889.007 | 2894.232 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2899.248 | 2906.772 | 2918.267 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2920.984 | 2925.373 | 2930.180 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2948.990 | 2952.125 | 2956.514 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 2956.514 | 2960.067 | 2966.755 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3012.944 | 3017.542 | 3022.976 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3037.606 | 3043.040 | 3047.638 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3047.638 | 3059.342 | 3070.419 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3089.020 | 3092.782 | 3104.277 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3105.113 | 3110.547 | 3115.981 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3143.151 | 3146.913 | 3152.138 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3176.173 | 3180.353 | 3184.324 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3184.324 | 3190.385 | 3203.552 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3209.195 | 3216.719 | 3222.153 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3507.438 | 3513.081 | 3517.470 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3534.190 | 3553.627 | 3558.225 | 120.205 |
| OG042 Ad | BF2906_OG042 Ad_3uL.dxf | NA | 3573.900 | 3593.337 | 3598.144 | 120.205 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 158.422 | 177.859 | 183.502 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 257.906 | 277.343 | 282.986 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 556.567 | 576.004 | 581.647 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 855.019 | 874.665 | 880.308 | 120.600 |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 1873.894 | 1879.119 | 1883.090 | 120.600 |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-25 | NA | 2254.000 | NA | NA |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 2277.682 | 2282.071 | 2289.177 | 120.600 |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-26 | NA | 2363.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-27 | NA | 2466.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-29 | NA | 2666.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-30 | NA | 2760.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-31 | NA | 2853.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-32 | NA | 2942.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-33 | NA | 3030.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-34 | NA | 3123.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-35 | NA | 3228.000 | NA | NA |
| NA | BF2907_OG050 Ad-2_3uL.dxf | C-36 | NA | 3345.000 | NA | NA |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 3532.727 | 3552.164 | 3556.553 | 120.600 |
| OG050 Ad-2 | BF2907_OG050 Ad-2_3uL.dxf | NA | 3572.437 | 3591.874 | 3596.681 | 120.600 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.502 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 257.906 | 277.343 | 282.986 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.647 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.308 | 121.700 |
| NA | BF2908_OG056 Ad_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2908_OG056 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 1328.195 | 1332.166 | 1339.481 | 121.700 |
| NA | BF2908_OG056 Ad_3uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2908_OG056 Ad_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 1873.267 | 1879.119 | 1883.717 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 1995.532 | 1999.921 | 2004.728 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2125.530 | 2129.292 | 2134.308 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2238.599 | 2244.660 | 2247.377 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2276.010 | 2280.817 | 2291.267 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2321.154 | 2324.498 | 2328.051 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2340.382 | 2345.398 | 2351.877 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2415.622 | 2418.966 | 2422.519 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2434.641 | 2439.239 | 2445.927 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2472.261 | 2476.441 | 2481.248 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2499.431 | 2504.447 | 2510.090 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2514.479 | 2523.884 | 2527.019 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2527.019 | 2534.543 | 2540.604 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2550.218 | 2555.861 | 2561.713 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2588.256 | 2610.410 | 2614.799 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2640.297 | 2644.895 | 2650.956 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2650.956 | 2654.091 | 2661.615 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2671.438 | 2673.946 | 2682.724 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2709.685 | 2716.373 | 2726.196 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2743.334 | 2750.440 | 2756.083 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2829.651 | 2838.220 | 2843.027 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2888.171 | 2892.142 | 2897.576 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2904.473 | 2910.116 | 2914.087 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2922.029 | 2928.508 | 2934.360 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 2959.440 | 2963.411 | 2968.218 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 3016.079 | 3020.886 | 3025.693 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 3050.982 | 3062.895 | 3072.300 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 3108.666 | 3114.100 | 3119.116 | 121.700 |
| NA | BF2908_OG056 Ad_3uL.dxf | C-34 | NA | 3123.000 | NA | NA |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 3145.659 | 3150.466 | 3154.855 | 121.700 |
| NA | BF2908_OG056 Ad_3uL.dxf | C-35 | NA | 3228.000 | NA | NA |
| NA | BF2908_OG056 Ad_3uL.dxf | C-36 | NA | 3345.000 | NA | NA |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 3532.727 | 3552.164 | 3556.553 | 121.700 |
| OG056 Ad | BF2908_OG056 Ad_3uL.dxf | NA | 3572.437 | 3591.874 | 3596.681 | 121.700 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 58.938 | 78.375 | 84.018 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 158.422 | 177.859 | 183.502 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 257.906 | 277.343 | 283.195 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 357.390 | 376.827 | 382.679 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 456.874 | 476.520 | 482.163 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 556.567 | 576.004 | 581.856 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 656.051 | 675.488 | 681.340 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 755.535 | 774.972 | 780.824 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 855.019 | 874.665 | 880.308 | 121.500 |
| NA | BF2909_OG046 Ad_3uL.dxf | C-16 | NA | 1149.000 | NA | NA |
| NA | BF2909_OG046 Ad_3uL.dxf | C-17 | NA | 1269.000 | NA | NA |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 1288.276 | 1291.829 | 1306.041 | 121.500 |
| NA | BF2909_OG046 Ad_3uL.dxf | C-18 | NA | 1400.000 | NA | NA |
| NA | BF2909_OG046 Ad_3uL.dxf | C-19 | NA | 1529.000 | NA | NA |
| NA | BF2909_OG046 Ad_3uL.dxf | C-20 | NA | 1661.000 | NA | NA |
| NA | BF2909_OG046 Ad_3uL.dxf | C-21 | NA | 1785.000 | NA | NA |
| NA | BF2909_OG046 Ad_3uL.dxf | C-22 | NA | 1909.000 | NA | NA |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 2276.637 | 2281.235 | 2288.759 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 2426.281 | 2430.043 | 2434.432 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 2526.183 | 2532.453 | 2538.096 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 2624.413 | 2631.101 | 2635.908 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 2720.762 | 2727.032 | 2732.048 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 3532.309 | 3551.746 | 3556.135 | 121.500 |
| OG046 Ad | BF2909_OG046 Ad_3uL.dxf | NA | 3572.019 | 3591.456 | 3596.263 | 121.500 |
data_w_peaks_samples <- data_w_peaks %>% filter(type == "sample")Reference peaks
data_w_peaks %>%
iso_set_default_process_parameters(
group_id = Analysis,
ratio = `R 13C/12C`
) %>%
iso_visualize_ref_peaks(is_ref_condition = is_ref_peak == "yes") 
data_w_peaks%>%
iso_visualize_ref_peaks(is_ref_condition = is_ref_peak == "yes", within_group = TRUE) 
Process data
Focus on the analytes and calculate a few summary parameters we want to use later.
data_w_analyte_peaks <-
data_w_peaks %>%
# this is important so that the reference peaks are not caught up in the next set of calculations
filter(is_ref_peak == "no") %>%
# for each analysis calculate averages across analysis
group_by(Analysis) %>%
mutate(
ampl_sample_mean.mV = mean(`Ampl 44`), ampl_sample_sd.mV = sd(`Ampl 44`),
area_sample_mean.Vs = mean(`Intensity 44`), area_sample_sd.Vs = sd(`Intensity 44`)
)Standards
standards <- read_excel(file.path("metadata", "GC-IRMS standards.xlsx"))
kable(standards)| compound | true_d2H | true_d13C |
|---|---|---|
| C-16 | -9.1 | -26.15 |
| C-17 | -117.5 | -31.88 |
| C-18 | -52.0 | -32.70 |
| C-19 | -56.3 | -31.99 |
| C-20 | -89.7 | -33.97 |
| C-21 | -177.8 | -28.83 |
| C-22 | -81.3 | -33.77 |
| C-23 | -67.2 | -33.37 |
| C-24 | -29.7 | -32.13 |
| C-25 | -265.6 | -28.46 |
| C-26 | -45.9 | -32.94 |
| C-27 | -172.8 | -30.49 |
| C-28 | -36.8 | -33.20 |
| C-29 | -177.8 | -29.10 |
| C-30 | -213.6 | -29.84 |
data_w_stds <-
data_w_analyte_peaks %>%
iso_add_standards(standards) ## Info: added 21 standard entries to 433 out of 468 rowsCalibration
data_w_calibs <- data_w_stds %>%
# prepare for calibration by defining the grouping column(s) and setting default parameters
iso_prepare_for_calibration(group_by = c(Analysis)) %>%
iso_set_default_process_parameters(delta_residual = resid_d13C) %>%
# run calibration
iso_calibrate_delta(model = lm(`d 13C/12C` ~ true_d13C)) %>%
# pull out some columns we want generally available
iso_unnest_calib_data(select = c(starts_with("Id"), ampl_sample_mean.mV)) ## Info: preparing data for calibration by grouping based on 'Analysis' and nesting the grouped datasets into 'calibration_data'## Info: calculating delta calibration fits based on 1 model ('lm(`d 13C/12C` ~ true_d13C)') for 35 data group(s) in 'calibration_data' with filter 'is_standard'; storing residuals in 'resid_d13C.'data_w_calibs %>%
iso_unnest_delta_calib_summary(keep_other_list_data = FALSE) %>%
kable(digits =3)| Analysis | Identifier 1 | Identifier 2 | ampl_sample_mean.mV | r.squared | adj.r.squared | sigma | statistic | p.value | df | logLik | AIC | BIC | deviance | df.residual |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BF2828 | A5 | 2ul | 2941.484 | 0.999 | 0.999 | 0.074 | 13953.274 | 0.000 | 2 | 18.847 | -31.693 | -29.569 | 0.071 | 13 |
| BF2829 | A5 | 0.5ul | 623.423 | 0.998 | 0.998 | 0.123 | 4539.276 | 0.000 | 2 | 9.201 | -12.402 | -10.947 | 0.152 | 10 |
| BF2830 | A5 | 0.2ul | 192.533 | 0.994 | 0.993 | 0.227 | 1122.386 | 0.000 | 2 | 1.692 | 2.616 | 3.208 | 0.362 | 7 |
| BF2831 | A5 | 0.5ul | 683.193 | 0.981 | 0.980 | 0.346 | 634.729 | 0.000 | 2 | -3.926 | 13.853 | 15.770 | 1.436 | 12 |
| BF2832 | A5 | 1.5ul | 2397.444 | 0.997 | 0.997 | 0.122 | 5062.710 | 0.000 | 2 | 11.321 | -16.641 | -14.517 | 0.194 | 13 |
| BF2833 | A5 | 3ul | 3409.901 | 0.999 | 0.999 | 0.083 | 10814.818 | 0.000 | 2 | 17.082 | -28.165 | -26.041 | 0.090 | 13 |
| BF2834 | A5 | 5ul | 6366.513 | 0.952 | 0.949 | 0.518 | 260.647 | 0.000 | 2 | -10.343 | 26.685 | 28.809 | 3.487 | 13 |
| BF2835 | A5 | 8ul | 9463.344 | 0.796 | 0.780 | 1.201 | 50.709 | 0.000 | 2 | -22.959 | 51.918 | 54.042 | 18.753 | 13 |
| BF2850 | A5 | 0.2ul | 469.181 | 0.993 | 0.992 | 0.234 | 1081.281 | 0.000 | 2 | 1.458 | 3.085 | 3.993 | 0.437 | 8 |
| BF2851 | A5 | 0.5ul | 1859.622 | 0.996 | 0.996 | 0.147 | 3519.402 | 0.000 | 2 | 8.554 | -11.109 | -8.984 | 0.281 | 13 |
| BF2852 | A5 | 1.5ul | 6565.095 | 0.976 | 0.974 | 0.367 | 535.619 | 0.000 | 2 | -5.165 | 16.331 | 18.455 | 1.749 | 13 |
| BF2853 | A5 | 3ul | 11581.076 | 0.756 | 0.737 | 1.352 | 40.196 | 0.000 | 2 | -24.730 | 55.459 | 57.583 | 23.747 | 13 |
| BF2854 | A5 | 0.2ul | 1460.165 | 0.995 | 0.994 | 0.175 | 2390.234 | 0.000 | 2 | 5.895 | -5.789 | -3.665 | 0.400 | 13 |
| BF2855 | A5 | 0.5ul | 4192.515 | 0.990 | 0.990 | 0.234 | 1342.784 | 0.000 | 2 | 1.546 | 2.907 | 5.032 | 0.715 | 13 |
| BF2885 | A5 | 1.5uL | 1516.386 | 0.860 | 0.849 | 0.951 | 79.814 | 0.000 | 2 | -19.454 | 44.908 | 47.032 | 11.752 | 13 |
| BF2886 | A5 | 3uL | 2501.210 | 0.973 | 0.971 | 0.406 | 465.060 | 0.000 | 2 | -6.706 | 19.413 | 21.537 | 2.148 | 13 |
| BF2887 | A5 | 0.5uL | 3982.941 | 0.838 | 0.826 | 1.009 | 67.239 | 0.000 | 2 | -20.345 | 46.691 | 48.815 | 13.235 | 13 |
| BF2892 | A5 | 1.0uL | 8098.132 | 0.661 | 0.635 | 1.629 | 25.375 | 0.000 | 2 | -27.533 | 61.065 | 63.190 | 34.509 | 13 |
| BF2893 | A5 | 0.2uL | 182.539 | 0.991 | 0.989 | 0.283 | 554.482 | 0.000 | 2 | 0.081 | 5.838 | 5.676 | 0.400 | 5 |
| BF2894 | A5 | 1.5uL | 1701.830 | 0.975 | 0.973 | 0.369 | 511.846 | 0.000 | 2 | -5.273 | 16.547 | 18.671 | 1.774 | 13 |
| BF2895 | A5 | 3uL | 2726.034 | 0.929 | 0.923 | 0.651 | 169.581 | 0.000 | 2 | -13.779 | 33.559 | 35.683 | 5.515 | 13 |
| BF2896 | A5 | 0.2uL | 186.155 | 0.984 | 0.980 | 0.397 | 243.939 | 0.000 | 2 | -1.750 | 9.501 | 8.876 | 0.630 | 4 |
| BF2897 | A5 | 0.5uL | 4475.833 | 0.704 | 0.682 | 1.478 | 30.964 | 0.000 | 2 | -26.071 | 58.142 | 60.266 | 28.397 | 13 |
| BF2898 | A5 | 5uL | 4600.687 | 0.641 | 0.614 | 1.611 | 23.248 | 0.000 | 2 | -27.368 | 60.736 | 62.860 | 33.758 | 13 |
| BF2899 | OG163 Ad | 3uL | 367.022 | 0.000 | -0.250 | 0.519 | 0.001 | 0.973 | 2 | -3.360 | 12.721 | 12.096 | 1.077 | 4 |
| BF2900 | OG052 Ad | 3uL | 237.424 | 0.027 | -0.168 | 1.888 | 0.138 | 0.725 | 2 | -13.203 | 32.407 | 32.245 | 17.822 | 5 |
| BF2901 | OG155 Ad | 3uL | 67.390 | 1.000 | NaN | NaN | NaN | NaN | 2 | Inf | -Inf | -Inf | 0.000 | 0 |
| BF2902 | OG158 Ad | 3uL | 222.939 | 0.049 | -0.070 | 0.764 | 0.412 | 0.539 | 2 | -10.378 | 26.756 | 27.663 | 4.666 | 8 |
| BF2903 | OG062 Ad | 3uL | 851.892 | 0.136 | 0.057 | 1.553 | 1.731 | 0.215 | 2 | -23.083 | 52.166 | 53.861 | 26.531 | 11 |
| BF2904 | A5 | 1.5uL | 1376.877 | 0.977 | 0.975 | 0.360 | 545.328 | 0.000 | 2 | -4.894 | 15.789 | 17.913 | 1.687 | 13 |
| BF2905 | OG047 Ad | 3uL | 541.913 | 0.130 | 0.058 | 1.706 | 1.797 | 0.205 | 2 | -26.267 | 58.533 | 60.451 | 34.938 | 12 |
| BF2906 | OG042 Ad | 3uL | 710.460 | 0.074 | -0.003 | 2.682 | 0.955 | 0.348 | 2 | -32.599 | 71.197 | 73.114 | 86.325 | 12 |
| BF2907 | OG050 Ad-2 | 3uL | 88.949 | 0.070 | -0.240 | 4.935 | 0.226 | 0.667 | 2 | -13.800 | 33.599 | 32.427 | 73.068 | 3 |
| BF2908 | OG056 Ad | 3uL | 196.791 | 0.024 | -0.084 | 2.338 | 0.223 | 0.648 | 2 | -23.848 | 53.696 | 54.890 | 49.206 | 9 |
| BF2909 | OG046 Ad | 3uL | 776.382 | 0.007 | -0.158 | 0.692 | 0.043 | 0.842 | 2 | -7.256 | 20.512 | 20.751 | 2.874 | 6 |
data_w_calibs %>%
# pull out seed oxidation in addition
iso_unnest_calib_data(select = `Seed Oxidation`) %>%
iso_unnest_delta_calib_coefs(select = c(-statistic), keep_other_list_data = FALSE) %>%
# arrange by term and Analysis to get a quick idea of what the numbers across analyses
arrange(term, Analysis) %>%
kable(digits = 2)| Analysis | Identifier 1 | Identifier 2 | ampl_sample_mean.mV | Seed Oxidation | term | estimate | std.error | p.value | signif |
|---|---|---|---|---|---|---|---|---|---|
| BF2828 | A5 | 2ul | 2941.48 | 0 | (Intercept) | 10.95 | 0.27 | 0.00 | *** |
| BF2829 | A5 | 0.5ul | 623.42 | 0 | (Intercept) | 10.89 | 0.46 | 0.00 | *** |
| BF2830 | A5 | 0.2ul | 192.53 | 1 | (Intercept) | 12.38 | 0.98 | 0.00 | *** |
| BF2831 | A5 | 0.5ul | 683.19 | 1 | (Intercept) | 10.80 | 1.25 | 0.00 | *** |
| BF2832 | A5 | 1.5ul | 2397.44 | 1 | (Intercept) | 10.80 | 0.44 | 0.00 | *** |
| BF2833 | A5 | 3ul | 3409.90 | 1 | (Intercept) | 10.69 | 0.30 | 0.00 | *** |
| BF2834 | A5 | 5ul | 6366.51 | 1 | (Intercept) | 9.84 | 1.87 | 0.00 | *** |
| BF2835 | A5 | 8ul | 9463.34 | 1 | (Intercept) | 10.04 | 4.33 | 0.04 | * |
| BF2850 | A5 | 0.2ul | 469.18 | 1 | (Intercept) | 10.91 | 0.96 | 0.00 | *** |
| BF2851 | A5 | 0.5ul | 1859.62 | 1 | (Intercept) | 10.73 | 0.53 | 0.00 | *** |
| BF2852 | A5 | 1.5ul | 6565.10 | 1 | (Intercept) | 10.13 | 1.32 | 0.00 | *** |
| BF2853 | A5 | 3ul | 11581.08 | 1 | (Intercept) | 9.75 | 4.87 | 0.07 | . |
| BF2854 | A5 | 0.2ul | 1460.17 | 1 | (Intercept) | 10.27 | 0.63 | 0.00 | *** |
| BF2855 | A5 | 0.5ul | 4192.52 | 1 | (Intercept) | 10.50 | 0.85 | 0.00 | *** |
| BF2885 | A5 | 1.5uL | 1516.39 | 0 | (Intercept) | 9.42 | 3.43 | 0.02 | * |
| BF2886 | A5 | 3uL | 2501.21 | 1 | (Intercept) | 10.72 | 1.47 | 0.00 | *** |
| BF2887 | A5 | 0.5uL | 3982.94 | 1 | (Intercept) | 8.57 | 3.64 | 0.03 | * |
| BF2892 | A5 | 1.0uL | 8098.13 | 1 | (Intercept) | 7.40 | 5.87 | 0.23 | |
| BF2893 | A5 | 0.2uL | 182.54 | 1 | (Intercept) | 10.73 | 1.32 | 0.00 | *** |
| BF2894 | A5 | 1.5uL | 1701.83 | 1 | (Intercept) | 9.36 | 1.33 | 0.00 | *** |
| BF2895 | A5 | 3uL | 2726.03 | 1 | (Intercept) | 9.54 | 2.35 | 0.00 | ** |
| BF2896 | A5 | 0.2uL | 186.16 | 1 | (Intercept) | 9.69 | 1.93 | 0.01 | ** |
| BF2897 | A5 | 0.5uL | 4475.83 | 1 | (Intercept) | 8.05 | 5.33 | 0.15 | |
| BF2898 | A5 | 5uL | 4600.69 | 1 | (Intercept) | 6.30 | 5.81 | 0.30 | |
| BF2899 | OG163 Ad | 3uL | 367.02 | 1 | (Intercept) | -21.65 | 3.60 | 0.00 | ** |
| BF2900 | OG052 Ad | 3uL | 237.42 | 1 | (Intercept) | -15.32 | 12.88 | 0.29 | |
| BF2901 | OG155 Ad | 3uL | 67.39 | 1 | (Intercept) | -158.66 | NaN | NaN | NA |
| BF2902 | OG158 Ad | 3uL | 222.94 | 1 | (Intercept) | -17.05 | 3.18 | 0.00 | *** |
| BF2903 | OG062 Ad | 3uL | 851.89 | 1 | (Intercept) | -9.53 | 7.13 | 0.21 | |
| BF2904 | A5 | 1.5uL | 1376.88 | 1 | (Intercept) | 9.53 | 1.30 | 0.00 | *** |
| BF2905 | OG047 Ad | 3uL | 541.91 | 1 | (Intercept) | -27.07 | 6.16 | 0.00 | *** |
| BF2906 | OG042 Ad | 3uL | 710.46 | 1 | (Intercept) | -26.84 | 10.15 | 0.02 | * |
| BF2907 | OG050 Ad-2 | 3uL | 88.95 | 1 | (Intercept) | -35.55 | 39.64 | 0.44 | |
| BF2908 | OG056 Ad | 3uL | 196.79 | 1 | (Intercept) | -14.97 | 10.87 | 0.20 | |
| BF2909 | OG046 Ad | 3uL | 776.38 | 1 | (Intercept) | -20.83 | 4.17 | 0.00 | ** |
| BF2828 | A5 | 2ul | 2941.48 | 0 | true_d13C | 1.01 | 0.01 | 0.00 | *** |
| BF2829 | A5 | 0.5ul | 623.42 | 0 | true_d13C | 1.00 | 0.01 | 0.00 | *** |
| BF2830 | A5 | 0.2ul | 192.53 | 1 | true_d13C | 1.05 | 0.03 | 0.00 | *** |
| BF2831 | A5 | 0.5ul | 683.19 | 1 | true_d13C | 1.01 | 0.04 | 0.00 | *** |
| BF2832 | A5 | 1.5ul | 2397.44 | 1 | true_d13C | 1.00 | 0.01 | 0.00 | *** |
| BF2833 | A5 | 3ul | 3409.90 | 1 | true_d13C | 1.00 | 0.01 | 0.00 | *** |
| BF2834 | A5 | 5ul | 6366.51 | 1 | true_d13C | 0.96 | 0.06 | 0.00 | *** |
| BF2835 | A5 | 8ul | 9463.34 | 1 | true_d13C | 0.98 | 0.14 | 0.00 | *** |
| BF2850 | A5 | 0.2ul | 469.18 | 1 | true_d13C | 1.01 | 0.03 | 0.00 | *** |
| BF2851 | A5 | 0.5ul | 1859.62 | 1 | true_d13C | 1.00 | 0.02 | 0.00 | *** |
| BF2852 | A5 | 1.5ul | 6565.10 | 1 | true_d13C | 0.98 | 0.04 | 0.00 | *** |
| BF2853 | A5 | 3ul | 11581.08 | 1 | true_d13C | 0.99 | 0.16 | 0.00 | *** |
| BF2854 | A5 | 0.2ul | 1460.17 | 1 | true_d13C | 0.99 | 0.02 | 0.00 | *** |
| BF2855 | A5 | 0.5ul | 4192.52 | 1 | true_d13C | 0.99 | 0.03 | 0.00 | *** |
| BF2885 | A5 | 1.5uL | 1516.39 | 0 | true_d13C | 0.98 | 0.11 | 0.00 | *** |
| BF2886 | A5 | 3uL | 2501.21 | 1 | true_d13C | 1.01 | 0.05 | 0.00 | *** |
| BF2887 | A5 | 0.5uL | 3982.94 | 1 | true_d13C | 0.95 | 0.12 | 0.00 | *** |
| BF2892 | A5 | 1.0uL | 8098.13 | 1 | true_d13C | 0.94 | 0.19 | 0.00 | *** |
| BF2893 | A5 | 0.2uL | 182.54 | 1 | true_d13C | 1.01 | 0.04 | 0.00 | *** |
| BF2894 | A5 | 1.5uL | 1701.83 | 1 | true_d13C | 0.96 | 0.04 | 0.00 | *** |
| BF2895 | A5 | 3uL | 2726.03 | 1 | true_d13C | 0.98 | 0.07 | 0.00 | *** |
| BF2896 | A5 | 0.2uL | 186.16 | 1 | true_d13C | 0.99 | 0.06 | 0.00 | *** |
| BF2897 | A5 | 0.5uL | 4475.83 | 1 | true_d13C | 0.95 | 0.17 | 0.00 | *** |
| BF2898 | A5 | 5uL | 4600.69 | 1 | true_d13C | 0.89 | 0.19 | 0.00 | *** |
| BF2899 | OG163 Ad | 3uL | 367.02 | 1 | true_d13C | 0.00 | 0.12 | 0.97 | |
| BF2900 | OG052 Ad | 3uL | 237.42 | 1 | true_d13C | 0.15 | 0.40 | 0.73 | |
| BF2901 | OG155 Ad | 3uL | 67.39 | 1 | true_d13C | -4.18 | NaN | NaN | NA |
| BF2902 | OG158 Ad | 3uL | 222.94 | 1 | true_d13C | 0.07 | 0.10 | 0.54 | |
| BF2903 | OG062 Ad | 3uL | 851.89 | 1 | true_d13C | 0.30 | 0.23 | 0.22 | |
| BF2904 | A5 | 1.5uL | 1376.88 | 1 | true_d13C | 0.97 | 0.04 | 0.00 | *** |
| BF2905 | OG047 Ad | 3uL | 541.91 | 1 | true_d13C | -0.26 | 0.20 | 0.20 | |
| BF2906 | OG042 Ad | 3uL | 710.46 | 1 | true_d13C | -0.32 | 0.33 | 0.35 | |
| BF2907 | OG050 Ad-2 | 3uL | 88.95 | 1 | true_d13C | -0.58 | 1.23 | 0.67 | |
| BF2908 | OG056 Ad | 3uL | 196.79 | 1 | true_d13C | 0.16 | 0.34 | 0.65 | |
| BF2909 | OG046 Ad | 3uL | 776.38 | 1 | true_d13C | 0.03 | 0.13 | 0.84 |
Standards
Parameters
data_params <- data_w_calibs %>%
# pull out remaining columns we want available (some might already be pulled out but that's okay)
iso_unnest_calib_data(select = c(file_datetime, ampl_sample_mean.mV, Preparation, is_standard))
# visualize the delta calibration fits
data_params %>%
#NEED TO FILTER OUT SAMPLES iso_filter_files(`Identifier 1` == "A5")
iso_visualize_delta_calib_fits(x = Analysis, color = `Identifier 2`, shape = Preparation, size = ampl_sample_mean.mV,
include_from_summary = c(adj.r.squared, deviance)) + labs(title = "parameters vs. analysis")
data_params %>%
iso_visualize_delta_calib_fits(x = ampl_sample_mean.mV, color = `Identifier 2`, shape = Preparation, size = ampl_sample_mean.mV,
include_from_summary = c(adj.r.squared, deviance)) + labs(title = "parameters vs. amplitude") 
data_params %>%
iso_visualize_delta_calib_fits(x = file_datetime, color = `Identifier 2`, shape = Preparation, size = ampl_sample_mean.mV,
include_from_summary = c(adj.r.squared, deviance)) + labs(title = "parameters vs. time")
# turn the last plot into an interactive one
ggplotly(ggplot2::last_plot() + theme(legend.position = "none"))Compounds
data_w_calibs %>%
# pull out relevant data
iso_unnest_calib_data(select = everything()) %>%
filter(is_standard) %>%
# calculate deviation from means
group_by(Analysis) %>%
mutate(
`Var: residual d13C [permil]` = resid_d13C,
`Var: area diff from mean [%]` = (`Intensity 44`/mean(`Intensity 44`) - 1) * 100,
`Var: amplitude diff from mean [%]` = (`Ampl 44`/mean(`Ampl 44`) - 1) * 100
) %>%
# visualize
iso_visualize_data(x = compound, y = starts_with("Var"), group = Analysis, color = `Identifier 2`)
ggplotly(ggplot2::last_plot())Evaluate standards
Visualize
Show All
data_w_peaks_samples %>%
ggplot() +
aes(compound, y = `d 13C/12C`, color = file_id) +
geom_point() +
theme(axis.text.x = element_text(angle = 90))
ggplotly(ggplot2::last_plot() + theme(legend.position = "none"))Against depth
#subtract 10 from d13C for now because of consistant offset
data_w_peaks_samples %>%
ggplot() +
aes(x = Depth, y = `d 13C/12C`-10, color = file_id, size = `Ampl 44`) +
geom_point() +
scale_x_reverse() +
facet_wrap(~compound, scales = "free") +
coord_flip()
ggplotly(ggplot2::last_plot() + theme(legend.position = "none"))